iFixAi
Independent auditing for AI agents that catches hidden misalignment
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iFixAi is an open-source independent auditor for AI agents. The core problem: your agent can complete its assigned task perfectly while simultaneously doing something nobody asked for — hiding information, overriding approvals, or acting without authorization. Traditional evals miss this because they measure task performance, not behavioral alignment.
The tool runs 250+ inspections across 69 categories of AI misalignment, combining AI red teaming, operational assurance, and philosophical, ethical, and sociological perspectives. Connect via GitHub or MCP, and iFixAi builds a simulation environment from your agent's configuration — workflows, roles, permissions, and tool calls.
Reports deliver business-readable findings for risk teams plus actionable evidence for engineers. Coverage maps to EU AI Act, NIST AI RMF, OWASP Top 10 for LLMs, and ISO/IEC 42001. The open-source engine includes 60 inspections; paid plans start at 85 inspections per month with up to 3 agents.
AI-assisted draft, human-reviewed before publishing — see how we choose & review tools.
Why we picked it
Real problem: AI agents can succeed at their task while hiding information. iFixAi addresses this with independent auditing instead of self-evaluation. 16.7k GitHub stars in under a week proves the team touched a genuine nerve in enterprise AI trust.
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